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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.


Popular Applied Machine Learning Courses and Certifications


  • E

    Erasmus University Rotterdam

    Cross-border road transport in EU law context

    Skills you'll gain: Transportation Operations, Law, Regulation, and Compliance, Case Law, Labor Law, Labor Relations, Commercial Laws, Case Studies, Regulation and Legal Compliance, Court Systems, Civil Law, Workers Compensation, Legal Research, Coordination

    4.1
    Rating, 4.1 out of 5 stars
    ·
    12 reviews

    Advanced · Course · 1 - 3 Months

  • A

    Arizona State University

    Care: The First Step in Tech Innovation for Entrepreneurs

    Skills you'll gain: Design Thinking, Innovation, Problem Solving, Entrepreneurship, Brainstorming, Lean Methodologies, Team Oriented, Ideation, Business Research, Complex Problem Solving, Case Studies, Analysis, Customer Insights

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 3 Months

  • I

    IE Business School

    Beyond the Obvious: How to Think in the Age of Generative AI

    Skills you'll gain: Critical Thinking, Logical Reasoning, Analytical Skills, Generative AI, Empathy, Cognitive flexibility, Research, Lifelong Learning, Data Analysis, Decision Making, Statistical Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a High-Fidelity Prototype with Figma

    Skills you'll gain: Prototyping, User Interface (UI) Design, Figma (Design Software), Mobile Development, Mockups, Wireframing, Collaborative Software

    3.9
    Rating, 3.9 out of 5 stars
    ·
    14 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • E

    Erasmus University Rotterdam

    Effective Engagement of Civil Society in Development

    Skills you'll gain: Community Development, Sustainable Development, Social Impact, Advocacy, Stakeholder Engagement, Public Policies, Fundraising, Governance, Policy Development, Law, Regulation, and Compliance, Organizational Effectiveness, Program Evaluation, Accountability, Coordination

    4.7
    Rating, 4.7 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    Universidades Anáhuac

    Análisis de datos empresariales con R

    Skills you'll gain: R Programming, Statistical Analysis, Correlation Analysis, Data-Driven Decision-Making, Business Analytics, Statistical Methods, Data Analysis, Unsupervised Learning, Business Analysis, Exploratory Data Analysis, Advanced Analytics, Data Visualization, Probability & Statistics, Machine Learning Algorithms

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Discovery and Low-Fidelity Design with Sketch and Miro

    Skills you'll gain: Wireframing, Persona (User Experience), User Experience Design, User Centered Design, Usability, User Research, Design Research, Prototyping, Miro AI, User Flows, Mockups, Ideation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Codio

    Bash Scripting and System Configuration

    Skills you'll gain: Package and Software Management, Bash (Scripting Language), Git (Version Control System), GitHub, Version Control, Unix Shell, Ubuntu, Shell Script, Scripting, Unix, Scripting Languages, Unix Commands, Linux, System Configuration, Linux Administration, Linux Commands, File Management, Software Installation

    3.1
    Rating, 3.1 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Global Climate Change Policies and Analysis

    Skills you'll gain: Environmental Policy, Energy and Utilities, Climate Change Mitigation, Environment, International Relations, Environmental Regulations, Policy Analysis, Climate Change Adaptation, Sustainable Technologies, Forecasting, Emerging Technologies

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    SC-200 Microsoft Security Operations Analyst

    Skills you'll gain: Cyber Threat Hunting, Threat Detection, Incident Response, Cloud Security, Intrusion Detection and Prevention, Microsoft Azure, Security Information and Event Management (SIEM), Malware Protection, Endpoint Security, Azure Active Directory, Anomaly Detection, Email Security, Identity and Access Management, Automation

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Agentic AI & No-Code Automation for Strategic HR

    Skills you'll gain: Human Resource Strategy, Human Resources, Responsible AI, AI Enablement, Miro AI, Data Ethics, Workflow Management, Employee Retention, Agentic Workflows, Talent Management, Succession Planning, Talent Acquisition, Talent Recruitment, Personally Identifiable Information, Automation, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Digital Transformation, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Detect AI Anomalies: Real-Time Outliers

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Threat Detection, Statistical Analysis, Exploratory Data Analysis, Trend Analysis, Real Time Data, Statistical Methods, Performance Tuning, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular applied machine learning courses

  • Cross-border road transport in EU law context: Erasmus University Rotterdam
  • Care: The First Step in Tech Innovation for Entrepreneurs: Arizona State University
  • Beyond the Obvious: How to Think in the Age of Generative AI: IE Business School
  • Create a High-Fidelity Prototype with Figma: Coursera
  • Effective Engagement of Civil Society in Development: Erasmus University Rotterdam
  • Análisis de datos empresariales con R: Universidades Anáhuac
  • Discovery and Low-Fidelity Design with Sketch and Miro: Coursera
  • Bash Scripting and System Configuration: Codio
  • Global Climate Change Policies and Analysis : University of Colorado Boulder
  • SC-200 Microsoft Security Operations Analyst: Packt

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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